Polymer property prediction on O2Perm
0.941R^2GREA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GREAEncoder=GCN [12]2022.06 | 0.941 | 524 | |
| GREAEncoder=GIN [37]2022.06 | 0.93 | 569 | |
| OOD-GNNEncoder=GCN [12]2022.06 | 0.921 | 576 | |
| OOD-GNNEncoder=GIN [37]2022.06 | 0.917 | 620 | |
| DIR+RepAugEncoder=GCN [12]2022.06 | 0.915 | 626 | |
| IRMEncoder=GIN [37]2022.06 | 0.89 | 709 | |
| IRMEncoder=GCN [12]2022.06 | 0.871 | 770 | |
| U-NetsPoolEncoder=GIN [37]2022.06 | 0.868 | 753 | |
| U-NetsPoolEncoder=GCN [12]2022.06 | 0.833 | 865 | |
| DIR+RepAugEncoder=GIN [37]2022.06 | 0.743 | 1,054 | |
| StableGNNEncoder=GCN [12]2022.06 | 0.676 | 1,219 | |
| SelfAttnPoolEncoder=GCN [12]2022.06 | 0.656 | 1,251 | |
| SelfAttnPoolEncoder=GIN [37]2022.06 | 0.601 | 1,265 | |
| StableGNNEncoder=GIN [37]2022.06 | 0.501 | 1,487 | |
| DIREncoder=GIN [37]2022.06 | 0.501 | 1,446 | |
| GREA-RepAugEncoder=GCN [12]2022.06 | 0.459 | 1,556 | |
| GREA-RepAugEncoder=GIN [37]2022.06 | 0.4 | 1,623 | |
| DIREncoder=GCN [12]2022.06 | 0.135 | 2,028 |